A review of data-driven building energy consumption prediction studies
K Amasyali, NM El-Gohary - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Energy is the lifeblood of modern societies. In the past decades, the world's energy
consumption and associated CO 2 emissions increased rapidly due to the increases in …
consumption and associated CO 2 emissions increased rapidly due to the increases in …
Rethinking the role of occupant behavior in building energy performance: A review
Technology alone will not achieve building energy conservation goals, and humans and
their energy-related behavior in buildings must be included in energy performance efforts …
their energy-related behavior in buildings must be included in energy performance efforts …
Occupant behavior modeling for building performance simulation: Current state and future challenges
Occupant behavior is now widely recognized as a major contributing factor to uncertainty of
building performance. While a surge of research on the topic has occurred over the past four …
building performance. While a surge of research on the topic has occurred over the past four …
[HTML][HTML] A critical review of occupant energy consumption behavior in buildings: How we got here, where we are, and where we are headed
X Xu, H Yu, Q Sun, VWY Tam - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior has been widely considered as one of the key influencing factors on
building energy consumption. The complexity of its formation mechanism and the dynamic …
building energy consumption. The complexity of its formation mechanism and the dynamic …
Modeling occupant behavior in buildings
In the last four decades several methods have been used to model occupants' presence and
actions (OPA) in buildings according to different purposes, available computational power …
actions (OPA) in buildings according to different purposes, available computational power …
Occupant behavior in building energy simulation: Towards a fit-for-purpose modeling strategy
Occupant behavior is nowadays acknowledged as a main source of discrepancy between
predicted and actual building performance; therefore, researchers attempt to model …
predicted and actual building performance; therefore, researchers attempt to model …
[HTML][HTML] State-of-the-art review of occupant behavior modeling and implementation in building performance simulation
Occupant Behavior (OB) is one of the major drivers of building energy consumption.
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …
[HTML][HTML] Future global electricity demand load curves
VZ Castillo, HS De Boer, RM Muñoz, DEHJ Gernaat… - Energy, 2022 - Elsevier
The rapidly increasing electricity demand and the expected increase in the contribution of
variable renewable energy sources raise the need for looking at the characteristics of long …
variable renewable energy sources raise the need for looking at the characteristics of long …
Occupant-centric urban building energy modeling: Approaches, inputs, and data sources-A review
Occupant-related inputs are significant parameters that influence energy simulation
accuracy at both the building and urban levels. In most previous research works, fixed …
accuracy at both the building and urban levels. In most previous research works, fixed …
Modeling energy consumption in residential buildings: A bottom-up analysis based on occupant behavior pattern clustering and stochastic simulation
In residential buildings, occupant behavior and occupancy status have a significant impact
on energy consumption variation. Although the American Society of Heating, Refrigerating …
on energy consumption variation. Although the American Society of Heating, Refrigerating …